Pandas Profiling Report

Dataset statistics

Number of variables	29
Number of observations	227845
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	993
Duplicate rows (%)	0.4%
Total size in memory	60.2 MiB
Average record size in memory	277.1 B

Variable types

Numeric	29

Alerts

Dataset has 993 (0.4%) duplicate rows	Duplicates
`Per2` is highly overall correlated with `Normalised_FNT`	High correlation
`Dem8` is highly overall correlated with `Dem9`	High correlation
`Dem9` is highly overall correlated with `Dem8`	High correlation
`Normalised_FNT` is highly overall correlated with `Per2`	High correlation
`instance_scores_x` is highly overall correlated with `instance_scores_y`	High correlation
`instance_scores_y` is highly overall correlated with `instance_scores_x`	High correlation

Reproduction

Analysis started	2023-02-01 07:21:03.713601
Analysis finished	2023-02-01 07:24:19.547496
Duration	3 minutes and 15.83 seconds
Software version	pandas-profiling vv3.6.3
Download configuration	config.json

Per1
Real number (ℝ)

Distinct	1778
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66600595

Minimum	-18.136667
Maximum	1.4833333
Zeros	190
Zeros (%)	0.1%
Negative	20867
Negative (%)	9.2%
Memory size	11.5 MiB

Quantile statistics

Minimum	-18.136667
5-th percentile	-0.3
Q1	0.36
median	0.67
Q3	1.1033333
95-th percentile	1.36
Maximum	1.4833333
Range	19.62
Interquartile range (IQR)	0.74333333

Descriptive statistics

Standard deviation	0.65413329
Coefficient of variation (CV)	0.98217334
Kurtosis	33.253583
Mean	0.66600595
Median Absolute Deviation (MAD)	0.4
Skewness	-3.3276979
Sum	151746.13
Variance	0.42789036
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.353333333	2051	0.9%
1.35	1870	0.8%
1.346666667	1869	0.8%
1.08	1786	0.8%
1.066666667	1733	0.8%
1.063333333	1704	0.7%
1.086666667	1702	0.7%
1.06	1656	0.7%
1.356666667	1630	0.7%
1.343333333	1609	0.7%
Other values (1768)	210235	92.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-18.13666667	1	< 0.1%
-13.31	1	< 0.1%
-12.82333333	1	< 0.1%
-12.68	1	< 0.1%
-11.85333333	1	< 0.1%
-11.68333333	1	< 0.1%
-11.50333333	1	< 0.1%
-11.30333333	1	< 0.1%
-11.23333333	1	< 0.1%
-11.18666667	1	< 0.1%

Value	Count	Frequency (%)
1.483333333	2	< 0.1%
1.48	1	< 0.1%
1.473333333	4	< 0.1%
1.47	7	< 0.1%
1.466666667	13	< 0.1%
1.463333333	20	< 0.1%
1.46	20	< 0.1%
1.456666667	37	< 0.1%
1.453333333	51	< 0.1%
1.45	74	< 0.1%

Per2
Real number (ℝ)

Distinct	2319
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66770083

Minimum	-23.573333
Maximum	8.02
Zeros	98
Zeros (%)	< 0.1%
Negative	11024
Negative (%)	4.8%
Memory size	11.5 MiB

Quantile statistics

Minimum	-23.573333
5-th percentile	0.01
Q1	0.47
median	0.69
Q3	0.93333333
95-th percentile	1.27
Maximum	8.02
Range	31.593333
Interquartile range (IQR)	0.46333333

Descriptive statistics

Standard deviation	0.54830465
Coefficient of variation (CV)	0.82118312
Kurtosis	88.163506
Mean	0.66770083
Median Absolute Deviation (MAD)	0.23333333
Skewness	-4.40462
Sum	152132.3
Variance	0.30063799
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6533333333	1132	0.5%
0.6566666667	1116	0.5%
0.66	1102	0.5%
0.6433333333	1097	0.5%
0.6966666667	1084	0.5%
0.65	1077	0.5%
0.6933333333	1072	0.5%
0.6466666667	1071	0.5%
0.6866666667	1068	0.5%
0.6666666667	1051	0.5%
Other values (2309)	216975	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-23.57333333	1	< 0.1%
-16.12666667	1	< 0.1%
-15.35333333	1	< 0.1%
-14.21333333	1	< 0.1%
-13.39	1	< 0.1%
-12.99333333	1	< 0.1%
-12.98	1	< 0.1%
-12.93333333	1	< 0.1%
-12.60666667	1	< 0.1%
-12.23	1	< 0.1%

Value	Count	Frequency (%)
8.02	1	< 0.1%
7.823333333	1	< 0.1%
7.056666667	1	< 0.1%
6.966666667	1	< 0.1%
6.726666667	1	< 0.1%
6.643333333	1	< 0.1%
6.473333333	1	< 0.1%
6.236666667	1	< 0.1%
6.233333333	1	< 0.1%
6.166666667	4	< 0.1%

Per3
Real number (ℝ)

Distinct	1469
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66631526

Minimum	-15.443333
Maximum	3.7933333
Zeros	178
Zeros (%)	0.1%
Negative	17921
Negative (%)	7.9%
Memory size	11.5 MiB

Quantile statistics

Minimum	-15.443333
5-th percentile	-0.13
Q1	0.37
median	0.72666667
Q3	1.01
95-th percentile	1.3533333
Maximum	3.7933333
Range	19.236667
Interquartile range (IQR)	0.64

Descriptive statistics

Standard deviation	0.50635714
Coefficient of variation (CV)	0.75993628
Kurtosis	29.629735
Mean	0.66631526
Median Absolute Deviation (MAD)	0.31333333
Skewness	-2.3591569
Sum	151816.6
Variance	0.25639755
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.77	909	0.4%
0.7666666667	903	0.4%
0.7633333333	875	0.4%
0.76	871	0.4%
0.7566666667	803	0.4%
0.72	799	0.4%
0.7233333333	793	0.3%
0.7533333333	773	0.3%
0.7266666667	766	0.3%
0.8666666667	765	0.3%
Other values (1459)	219588	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-15.44333333	1	< 0.1%
-10.56	1	< 0.1%
-10.32333333	1	< 0.1%
-10.15	1	< 0.1%
-9.936666667	1	< 0.1%
-9.7	1	< 0.1%
-9.52	1	< 0.1%
-9.393333333	4	< 0.1%
-9.336666667	1	< 0.1%
-9.156666667	1	< 0.1%

Value	Count	Frequency (%)
3.793333333	1	< 0.1%
2.076666667	1	< 0.1%
2.063333333	1	< 0.1%
2.033333333	1	< 0.1%
2.026666667	1	< 0.1%
2.023333333	1	< 0.1%
2.01	1	< 0.1%
2.006666667	1	< 0.1%
1.99	1	< 0.1%
1.983333333	1	< 0.1%

Per4
Real number (ℝ)

Distinct	1292
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66668652

Minimum	-1.2266667
Maximum	6.1633333
Zeros	173
Zeros (%)	0.1%
Negative	14208
Negative (%)	6.2%
Memory size	11.5 MiB

Quantile statistics

Minimum	-1.2266667
5-th percentile	-0.063333333
Q1	0.38333333
median	0.66
Q3	0.91333333
95-th percentile	1.5233333
Maximum	6.1633333
Range	7.39
Interquartile range (IQR)	0.53

Descriptive statistics

Standard deviation	0.47195581
Coefficient of variation (CV)	0.70791264
Kurtosis	2.5224401
Mean	0.66668652
Median Absolute Deviation (MAD)	0.26666667
Skewness	0.67172855
Sum	151901.19
Variance	0.22274229
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8033333333	1016	0.4%
0.8066666667	1015	0.4%
0.8333333333	1011	0.4%
0.78	1004	0.4%
0.74	964	0.4%
0.48	955	0.4%
0.4733333333	948	0.4%
0.46	937	0.4%
0.4766666667	933	0.4%
0.7433333333	931	0.4%
Other values (1282)	218131	95.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.226666667	1	< 0.1%
-1.2	1	< 0.1%
-1.186666667	1	< 0.1%
-1.173333333	1	< 0.1%
-1.14	1	< 0.1%
-1.133333333	1	< 0.1%
-1.09	1	< 0.1%
-1.076666667	1	< 0.1%
-1.06	1	< 0.1%
-1.056666667	1	< 0.1%

Value	Count	Frequency (%)
6.163333333	1	< 0.1%
5.766666667	1	< 0.1%
5.046666667	1	< 0.1%
4.9	1	< 0.1%
4.72	1	< 0.1%
4.71	1	< 0.1%
4.703333333	1	< 0.1%
4.643333333	1	< 0.1%
4.616666667	1	< 0.1%
4.613333333	1	< 0.1%

Per5
Real number (ℝ)

Distinct	1881
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66672328

Minimum	-37.246667
Maximum	12.266667
Zeros	108
Zeros (%)	< 0.1%
Negative	6813
Negative (%)	3.0%
Memory size	11.5 MiB

Quantile statistics

Minimum	-37.246667
5-th percentile	0.1
Q1	0.43666667
median	0.65
Q3	0.87
95-th percentile	1.3666667
Maximum	12.266667
Range	49.513333
Interquartile range (IQR)	0.43333333

Descriptive statistics

Standard deviation	0.46139329
Coefficient of variation (CV)	0.69203117
Kurtosis	245.98332
Mean	0.66672328
Median Absolute Deviation (MAD)	0.21666667
Skewness	-3.0585671
Sum	151909.57
Variance	0.21288377
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.64	1040	0.5%
0.6133333333	1037	0.5%
0.6366666667	1021	0.4%
0.6166666667	1019	0.4%
0.6333333333	1017	0.4%
0.6733333333	1008	0.4%
0.69	1000	0.4%
0.5933333333	991	0.4%
0.6866666667	983	0.4%
0.66	980	0.4%
Other values (1871)	217749	95.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-37.24666667	1	< 0.1%
-13.38333333	1	< 0.1%
-12.81	1	< 0.1%
-11.06	1	< 0.1%
-10.03	1	< 0.1%
-9.243333333	1	< 0.1%
-8.94	1	< 0.1%
-8.786666667	1	< 0.1%
-8.583333333	1	< 0.1%
-8.58	1	< 0.1%

Value	Count	Frequency (%)
12.26666667	1	< 0.1%
12.03333333	1	< 0.1%
11.63666667	1	< 0.1%
11.15333333	1	< 0.1%
10.38666667	1	< 0.1%
10.25333333	1	< 0.1%
9.55	1	< 0.1%
8.886666667	1	< 0.1%
8.786666667	1	< 0.1%
8.53	1	< 0.1%

Per6
Real number (ℝ)

Distinct	1477
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6673775

Minimum	-8.0533333
Maximum	25.1
Zeros	65
Zeros (%)	< 0.1%
Negative	2740
Negative (%)	1.2%
Memory size	11.5 MiB

Quantile statistics

Minimum	-8.0533333
5-th percentile	0.19666667
Q1	0.41
median	0.57666667
Q3	0.8
95-th percentile	1.72
Maximum	25.1
Range	33.153333
Interquartile range (IQR)	0.39

Descriptive statistics

Standard deviation	0.44457342
Coefficient of variation (CV)	0.66614985
Kurtosis	50.715694
Mean	0.6673775
Median Absolute Deviation (MAD)	0.18666667
Skewness	1.9972423
Sum	152058.63
Variance	0.19764553
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4666666667	1347	0.6%
0.4733333333	1311	0.6%
0.4966666667	1283	0.6%
0.4766666667	1281	0.6%
0.4633333333	1276	0.6%
0.4933333333	1274	0.6%
0.47	1274	0.6%
0.4866666667	1262	0.6%
0.48	1256	0.6%
0.43	1222	0.5%
Other values (1467)	215059	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-8.053333333	1	< 0.1%
-7.166666667	1	< 0.1%
-6.643333333	1	< 0.1%
-6.416666667	1	< 0.1%
-6.29	1	< 0.1%
-6.123333333	1	< 0.1%
-6	1	< 0.1%
-5.19	1	< 0.1%
-5.04	1	< 0.1%
-4.89	1	< 0.1%

Value	Count	Frequency (%)
25.1	1	< 0.1%
8.64	1	< 0.1%
8.176666667	1	< 0.1%
7.85	1	< 0.1%
7.796666667	1	< 0.1%
7.77	1	< 0.1%
7.73	1	< 0.1%
6.69	1	< 0.1%
6.34	1	< 0.1%
6.203333333	1	< 0.1%

Per7
Real number (ℝ)

Distinct	1901
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66693359

Minimum	-13.853333
Maximum	40.863333
Zeros	66
Zeros (%)	< 0.1%
Negative	4835
Negative (%)	2.1%
Memory size	11.5 MiB

Quantile statistics

Minimum	-13.853333
5-th percentile	0.19
Q1	0.48333333
median	0.68
Q3	0.85666667
95-th percentile	1.1366667
Maximum	40.863333
Range	54.716667
Interquartile range (IQR)	0.37333333

Descriptive statistics

Standard deviation	0.41565658
Coefficient of variation (CV)	0.62323533
Kurtosis	478.63973
Mean	0.66693359
Median Absolute Deviation (MAD)	0.18666667
Skewness	3.1943252
Sum	151957.48
Variance	0.17277039
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.69	1425	0.6%
0.7033333333	1401	0.6%
0.6866666667	1400	0.6%
0.6966666667	1399	0.6%
0.6833333333	1365	0.6%
0.6933333333	1361	0.6%
0.67	1358	0.6%
0.7	1345	0.6%
0.7066666667	1333	0.6%
0.71	1329	0.6%
Other values (1891)	214129	94.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-13.85333333	1	< 0.1%
-13.17	1	< 0.1%
-11.68666667	1	< 0.1%
-10.41333333	1	< 0.1%
-9.92	1	< 0.1%
-9.733333333	4	< 0.1%
-8.74	1	< 0.1%
-8.67	1	< 0.1%
-8.183333333	1	< 0.1%
-7.473333333	1	< 0.1%

Value	Count	Frequency (%)
40.86333333	1	< 0.1%
15.35	1	< 0.1%
12.96	1	< 0.1%
12.89333333	1	< 0.1%
12.1	1	< 0.1%
11.17666667	1	< 0.1%
10.96666667	1	< 0.1%
10.16666667	1	< 0.1%
10.08	1	< 0.1%
10.02333333	1	< 0.1%

Per8
Real number (ℝ)

Distinct	2047
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66627906

Minimum	-23.74
Maximum	7.3366667
Zeros	19
Zeros (%)	< 0.1%
Negative	6025
Negative (%)	2.6%
Memory size	11.5 MiB

Quantile statistics

Minimum	-23.74
5-th percentile	0.38333333
Q1	0.59666667
median	0.67333333
Q3	0.77666667
95-th percentile	1.0166667
Maximum	7.3366667
Range	31.076667
Interquartile range (IQR)	0.18

Descriptive statistics

Standard deviation	0.40154617
Coefficient of variation (CV)	0.60266965
Kurtosis	231.34761
Mean	0.66627906
Median Absolute Deviation (MAD)	0.086666667
Skewness	-8.6310287
Sum	151808.35
Variance	0.16123933
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6533333333	2709	1.2%
0.6466666667	2671	1.2%
0.66	2613	1.1%
0.6633333333	2605	1.1%
0.64	2600	1.1%
0.65	2593	1.1%
0.6433333333	2580	1.1%
0.6366666667	2557	1.1%
0.6566666667	2541	1.1%
0.67	2537	1.1%
Other values (2037)	201839	88.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-23.74	1	< 0.1%
-16.31333333	1	< 0.1%
-16.23	1	< 0.1%
-16.14	1	< 0.1%
-13.16	1	< 0.1%
-13.01333333	1	< 0.1%
-12.56333333	1	< 0.1%
-12.42333333	1	< 0.1%
-12.33	1	< 0.1%
-12.25	1	< 0.1%

Value	Count	Frequency (%)
7.336666667	1	< 0.1%
7.196666667	1	< 0.1%
7.056666667	1	< 0.1%
6.916666667	1	< 0.1%
6.903333333	1	< 0.1%
6.776666667	1	< 0.1%
6.76	1	< 0.1%
6.646666667	1	< 0.1%
6.633333333	1	< 0.1%
6.523333333	1	< 0.1%

Per9
Real number (ℝ)

Distinct	1203
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66668759

Minimum	-3.81
Maximum	5.8633333
Zeros	143
Zeros (%)	0.1%
Negative	7145
Negative (%)	3.1%
Memory size	11.5 MiB

Quantile statistics

Minimum	-3.81
5-th percentile	0.08
Q1	0.45333333
median	0.65
Q3	0.86666667
95-th percentile	1.26
Maximum	5.8633333
Range	9.6733333
Interquartile range (IQR)	0.41333333

Descriptive statistics

Standard deviation	0.36653688
Coefficient of variation (CV)	0.54978807
Kurtosis	3.8759577
Mean	0.66668759
Median Absolute Deviation (MAD)	0.20666667
Skewness	0.55177237
Sum	151901.43
Variance	0.13434928
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.65	1262	0.6%
0.6333333333	1237	0.5%
0.6166666667	1199	0.5%
0.6133333333	1158	0.5%
0.6366666667	1153	0.5%
0.6533333333	1142	0.5%
0.6566666667	1130	0.5%
0.6266666667	1128	0.5%
0.61	1125	0.5%
0.6233333333	1122	0.5%
Other values (1193)	216189	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.81	1	< 0.1%
-3.773333333	1	< 0.1%
-3.043333333	1	< 0.1%
-2.946666667	1	< 0.1%
-2.493333333	1	< 0.1%
-2.486666667	4	< 0.1%
-2.426666667	1	< 0.1%
-2.32	1	< 0.1%
-2.246666667	1	< 0.1%
-2.21	1	< 0.1%

Value	Count	Frequency (%)
5.863333333	1	< 0.1%
4.13	1	< 0.1%
4.123333333	1	< 0.1%
4.11	1	< 0.1%
4.103333333	1	< 0.1%
3.756666667	1	< 0.1%
3.743333333	1	< 0.1%
3.736666667	1	< 0.1%
3.71	1	< 0.1%
3.703333333	1	< 0.1%

Dem1
Real number (ℝ)

Distinct	910
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66657612

Minimum	-0.89333333
Maximum	4.6733333
Zeros	88
Zeros (%)	< 0.1%
Negative	3049
Negative (%)	1.3%
Memory size	11.5 MiB

Quantile statistics

Minimum	-0.89333333
5-th percentile	0.14333333
Q1	0.41333333
median	0.65666667
Q3	0.91333333
95-th percentile	1.2033333
Maximum	4.6733333
Range	5.5666667
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	0.34043597
Coefficient of variation (CV)	0.51072332
Kurtosis	1.5354048
Mean	0.66657612
Median Absolute Deviation (MAD)	0.25
Skewness	0.34642305
Sum	151876.04
Variance	0.11589665
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6866666667	988	0.4%
0.4866666667	965	0.4%
0.5933333333	937	0.4%
0.4766666667	924	0.4%
0.6133333333	924	0.4%
0.7766666667	880	0.4%
0.5866666667	870	0.4%
0.64	864	0.4%
0.6166666667	852	0.4%
0.6666666667	844	0.4%
Other values (900)	218797	96.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.8933333333	1	< 0.1%
-0.78	1	< 0.1%
-0.7033333333	2	< 0.1%
-0.6833333333	2	< 0.1%
-0.6766666667	2	< 0.1%
-0.67	3	< 0.1%
-0.6666666667	2	< 0.1%
-0.6533333333	1	< 0.1%
-0.6266666667	1	< 0.1%
-0.61	1	< 0.1%

Value	Count	Frequency (%)
4.673333333	1	< 0.1%
4.556666667	1	< 0.1%
4.54	1	< 0.1%
4.426666667	1	< 0.1%
4.41	1	< 0.1%
4.383333333	1	< 0.1%
4.343333333	1	< 0.1%
4.283333333	1	< 0.1%
4.15	1	< 0.1%
4.093333333	1	< 0.1%

Dem2
Real number (ℝ)

Distinct	762
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66632908

Minimum	-1.2633333
Maximum	3.0433333
Zeros	130
Zeros (%)	0.1%
Negative	4778
Negative (%)	2.1%
Memory size	11.5 MiB

Quantile statistics

Minimum	-1.2633333
5-th percentile	0.12
Q1	0.45
median	0.66333333
Q3	0.88666667
95-th percentile	1.2033333
Maximum	3.0433333
Range	4.3066667
Interquartile range (IQR)	0.43666667

Descriptive statistics

Standard deviation	0.33201586
Coefficient of variation (CV)	0.4982761
Kurtosis	0.20029653
Mean	0.66632908
Median Absolute Deviation (MAD)	0.22
Skewness	0.067041029
Sum	151819.75
Variance	0.11023453
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.65	1149	0.5%
0.62	1134	0.5%
0.5966666667	1121	0.5%
0.6666666667	1097	0.5%
0.68	1086	0.5%
0.67	1083	0.5%
0.5933333333	1066	0.5%
0.66	1049	0.5%
0.6433333333	1048	0.5%
0.6633333333	1041	0.5%
Other values (752)	216971	95.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.263333333	1	< 0.1%
-0.67	1	< 0.1%
-0.6533333333	1	< 0.1%
-0.63	1	< 0.1%
-0.6266666667	1	< 0.1%
-0.6166666667	1	< 0.1%
-0.6133333333	1	< 0.1%
-0.6066666667	1	< 0.1%
-0.6033333333	1	< 0.1%
-0.5966666667	1	< 0.1%

Value	Count	Frequency (%)
3.043333333	1	< 0.1%
2.19	1	< 0.1%
2.156666667	2	< 0.1%
2.106666667	1	< 0.1%
2.086666667	1	< 0.1%
2.033333333	1	< 0.1%
2.013333333	1	< 0.1%
1.983333333	1	< 0.1%
1.966666667	1	< 0.1%
1.953333333	1	< 0.1%

Dem3
Real number (ℝ)

Distinct	747
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66637992

Minimum	-0.83333333
Maximum	3.6266667
Zeros	104
Zeros (%)	< 0.1%
Negative	5397
Negative (%)	2.4%
Memory size	11.5 MiB

Quantile statistics

Minimum	-0.83333333
5-th percentile	0.13333333
Q1	0.47333333
median	0.68333333
Q3	0.88333333
95-th percentile	1.1233333
Maximum	3.6266667
Range	4.46
Interquartile range (IQR)	0.41

Descriptive statistics

Standard deviation	0.30538386
Coefficient of variation (CV)	0.45827291
Kurtosis	0.29785988
Mean	0.66637992
Median Absolute Deviation (MAD)	0.20666667
Skewness	-0.3069205
Sum	151831.33
Variance	0.093259304
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6966666667	1110	0.5%
0.7533333333	1078	0.5%
0.6166666667	1069	0.5%
0.7133333333	1059	0.5%
0.72	1055	0.5%
0.7233333333	1043	0.5%
0.67	1043	0.5%
0.68	1037	0.5%
0.7566666667	1037	0.5%
0.6733333333	1033	0.5%
Other values (737)	217281	95.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.8333333333	1	< 0.1%
-0.7966666667	1	< 0.1%
-0.7333333333	1	< 0.1%
-0.7166666667	1	< 0.1%
-0.7	1	< 0.1%
-0.6966666667	1	< 0.1%
-0.6766666667	1	< 0.1%
-0.67	1	< 0.1%
-0.64	1	< 0.1%
-0.63	2	< 0.1%

Value	Count	Frequency (%)
3.626666667	1	< 0.1%
2.593333333	1	< 0.1%
2.573333333	1	< 0.1%
2.563333333	1	< 0.1%
2.556666667	1	< 0.1%
2.5	1	< 0.1%
2.376666667	1	< 0.1%
2.323333333	1	< 0.1%
2.286666667	1	< 0.1%
2.266666667	1	< 0.1%

Dem4
Real number (ℝ)

Distinct	983
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66687112

Minimum	-3.8533333
Maximum	6.44
Zeros	88
Zeros (%)	< 0.1%
Negative	4755
Negative (%)	2.1%
Memory size	11.5 MiB

Quantile statistics

Minimum	-3.8533333
5-th percentile	0.17
Q1	0.51
median	0.69
Q3	0.84
95-th percentile	1.11
Maximum	6.44
Range	10.293333
Interquartile range (IQR)	0.33

Descriptive statistics

Standard deviation	0.29201274
Coefficient of variation (CV)	0.43788482
Kurtosis	10.370439
Mean	0.66687112
Median Absolute Deviation (MAD)	0.16333333
Skewness	-1.0821674
Sum	151943.25
Variance	0.085271441
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7266666667	1436	0.6%
0.74	1357	0.6%
0.72	1350	0.6%
0.7033333333	1343	0.6%
0.7333333333	1330	0.6%
0.7366666667	1321	0.6%
0.7166666667	1316	0.6%
0.78	1309	0.6%
0.7466666667	1305	0.6%
0.71	1304	0.6%
Other values (973)	214474	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.853333333	1	< 0.1%
-3.766666667	1	< 0.1%
-3.753333333	1	< 0.1%
-3.75	1	< 0.1%
-3.56	1	< 0.1%
-3.553333333	1	< 0.1%
-3.483333333	1	< 0.1%
-3.476666667	2	< 0.1%
-3.463333333	1	< 0.1%
-3.46	2	< 0.1%

Value	Count	Frequency (%)
6.44	1	< 0.1%
3.43	1	< 0.1%
3.02	1	< 0.1%
2.813333333	1	< 0.1%
2.7	1	< 0.1%
2.666666667	1	< 0.1%
2.573333333	1	< 0.1%
2.533333333	1	< 0.1%
2.52	1	< 0.1%
2.493333333	1	< 0.1%

Dem5
Real number (ℝ)

Distinct	838
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66651782

Minimum	-2.5
Maximum	2.08
Zeros	73
Zeros (%)	< 0.1%
Negative	3180
Negative (%)	1.4%
Memory size	11.5 MiB

Quantile statistics

Minimum	-2.5
5-th percentile	0.21333333
Q1	0.5
median	0.66666667
Q3	0.83333333
95-th percentile	1.13
Maximum	2.08
Range	4.58
Interquartile range (IQR)	0.33333333

Descriptive statistics

Standard deviation	0.27946931
Coefficient of variation (CV)	0.41929758
Kurtosis	2.6851214
Mean	0.66651782
Median Absolute Deviation (MAD)	0.16666667
Skewness	-0.27228601
Sum	151862.75
Variance	0.078103095
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6433333333	1382	0.6%
0.64	1364	0.6%
0.6266666667	1362	0.6%
0.7	1325	0.6%
0.6733333333	1324	0.6%
0.65	1310	0.6%
0.6933333333	1284	0.6%
0.6866666667	1280	0.6%
0.7133333333	1276	0.6%
0.63	1271	0.6%
Other values (828)	214667	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.5	1	< 0.1%
-2.446666667	1	< 0.1%
-2.43	1	< 0.1%
-2.42	1	< 0.1%
-2.39	1	< 0.1%
-2.363333333	1	< 0.1%
-2.346666667	1	< 0.1%
-2.286666667	1	< 0.1%
-2.276666667	1	< 0.1%
-2.223333333	1	< 0.1%

Value	Count	Frequency (%)
2.08	1	< 0.1%
2.066666667	1	< 0.1%
2.03	1	< 0.1%
2.026666667	1	< 0.1%
2.023333333	1	< 0.1%
2.016666667	1	< 0.1%
2.01	1	< 0.1%
1.953333333	1	< 0.1%
1.943333333	1	< 0.1%
1.933333333	1	< 0.1%

Dem6
Real number (ℝ)

Distinct	817
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66674811

Minimum	-0.97666667
Maximum	2.53
Zeros	68
Zeros (%)	< 0.1%
Negative	2645
Negative (%)	1.2%
Memory size	11.5 MiB

Quantile statistics

Minimum	-0.97666667
5-th percentile	0.21333333
Q1	0.51333333
median	0.66666667
Q3	0.82
95-th percentile	1.0966667
Maximum	2.53
Range	3.5066667
Interquartile range (IQR)	0.30666667

Descriptive statistics

Standard deviation	0.27159003
Coefficient of variation (CV)	0.40733528
Kurtosis	1.6970271
Mean	0.66674811
Median Absolute Deviation (MAD)	0.15333333
Skewness	0.12118134
Sum	151915.22
Variance	0.073761143
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6733333333	1634	0.7%
0.7333333333	1630	0.7%
0.6366666667	1577	0.7%
0.69	1564	0.7%
0.6	1552	0.7%
0.6033333333	1526	0.7%
0.67	1507	0.7%
0.6933333333	1492	0.7%
0.6166666667	1490	0.7%
0.6133333333	1486	0.7%
Other values (807)	212387	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.9766666667	1	< 0.1%
-0.8733333333	1	< 0.1%
-0.8	1	< 0.1%
-0.7966666667	1	< 0.1%
-0.7933333333	1	< 0.1%
-0.79	1	< 0.1%
-0.7866666667	1	< 0.1%
-0.7833333333	1	< 0.1%
-0.7633333333	1	< 0.1%
-0.7466666667	1	< 0.1%

Value	Count	Frequency (%)
2.53	1	< 0.1%
2.523333333	1	< 0.1%
2.5	1	< 0.1%
2.41	1	< 0.1%
2.296666667	1	< 0.1%
2.266666667	1	< 0.1%
2.243333333	1	< 0.1%
2.24	1	< 0.1%
2.233333333	1	< 0.1%
2.203333333	1	< 0.1%

Dem7
Real number (ℝ)

Distinct	1505
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66639373

Minimum	-17.5
Maximum	9.4133333
Zeros	12
Zeros (%)	< 0.1%
Negative	1560
Negative (%)	0.7%
Memory size	11.5 MiB

Quantile statistics

Minimum	-17.5
5-th percentile	0.48
Q1	0.59666667
median	0.64666667
Q3	0.71
95-th percentile	0.94666667
Maximum	9.4133333
Range	26.913333
Interquartile range (IQR)	0.11333333

Descriptive statistics

Standard deviation	0.25763135
Coefficient of variation (CV)	0.3866053
Kurtosis	257.0651
Mean	0.66639373
Median Absolute Deviation (MAD)	0.056666667
Skewness	-3.2820174
Sum	151834.48
Variance	0.066373913
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6266666667	4142	1.8%
0.6233333333	4004	1.8%
0.6166666667	3984	1.7%
0.62	3952	1.7%
0.6333333333	3944	1.7%
0.63	3938	1.7%
0.6366666667	3938	1.7%
0.61	3866	1.7%
0.6133333333	3855	1.7%
0.64	3809	1.7%
Other values (1495)	188413	82.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-17.5	1	< 0.1%
-8.67	1	< 0.1%
-7.74	1	< 0.1%
-7.216666667	1	< 0.1%
-6.946666667	1	< 0.1%
-6.653333333	1	< 0.1%
-6.51	1	< 0.1%
-6.34	1	< 0.1%
-6.186666667	1	< 0.1%
-6.173333333	1	< 0.1%

Value	Count	Frequency (%)
9.413333333	1	< 0.1%
8.71	1	< 0.1%
8.55	1	< 0.1%
8.546666667	1	< 0.1%
7.25	1	< 0.1%
6.63	1	< 0.1%
6.426666667	1	< 0.1%
6.38	1	< 0.1%
6.253333333	1	< 0.1%
6.146666667	1	< 0.1%

Dem8
Real number (ℝ)

Distinct	1537
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66654035

Minimum	-10.943333
Maximum	9.7333333
Zeros	8
Zeros (%)	< 0.1%
Negative	1427
Negative (%)	0.6%
Memory size	11.5 MiB

Quantile statistics

Minimum	-10.943333
5-th percentile	0.49666667
Q1	0.59
median	0.65666667
Q3	0.73
95-th percentile	0.84666667
Maximum	9.7333333
Range	20.676667
Interquartile range (IQR)	0.14

Descriptive statistics

Standard deviation	0.24442295
Coefficient of variation (CV)	0.3667039
Kurtosis	195.55938
Mean	0.66654035
Median Absolute Deviation (MAD)	0.07
Skewness	2.6225077
Sum	151867.89
Variance	0.059742577
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.58	3238	1.4%
0.6533333333	3096	1.4%
0.6566666667	3047	1.3%
0.6466666667	3028	1.3%
0.5766666667	3027	1.3%
0.66	2998	1.3%
0.65	2991	1.3%
0.6366666667	2980	1.3%
0.67	2961	1.3%
0.57	2947	1.3%
Other values (1527)	197532	86.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-10.94333333	1	< 0.1%
-6.963333333	1	< 0.1%
-6.933333333	1	< 0.1%
-6.92	1	< 0.1%
-6.89	1	< 0.1%
-6.54	1	< 0.1%
-6.483333333	1	< 0.1%
-6.086666667	1	< 0.1%
-5.543333333	1	< 0.1%
-5.533333333	1	< 0.1%

Value	Count	Frequency (%)
9.733333333	2	< 0.1%
8.203333333	1	< 0.1%
8.196666667	1	< 0.1%
8.193333333	2	< 0.1%
8.19	1	< 0.1%
7.353333333	1	< 0.1%
7.11	2	< 0.1%
7.103333333	1	< 0.1%
7.096666667	1	< 0.1%
7.093333333	2	< 0.1%

Dem9
Real number (ℝ)

Distinct	812
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66653462

Minimum	-2.2966667
Maximum	4.1666667
Zeros	24
Zeros (%)	< 0.1%
Negative	1036
Negative (%)	0.5%
Memory size	11.5 MiB

Quantile statistics

Minimum	-2.2966667
5-th percentile	0.30666667
Q1	0.48666667
median	0.67
Q3	0.84333333
95-th percentile	1.0433333
Maximum	4.1666667
Range	6.4633333
Interquartile range (IQR)	0.35666667

Descriptive statistics

Standard deviation	0.24190236
Coefficient of variation (CV)	0.36292543
Kurtosis	2.4419399
Mean	0.66653462
Median Absolute Deviation (MAD)	0.18
Skewness	-0.15431385
Sum	151866.58
Variance	0.058516753
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6933333333	1290	0.6%
0.7	1263	0.6%
0.67	1242	0.5%
0.7066666667	1232	0.5%
0.47	1223	0.5%
0.6966666667	1205	0.5%
0.66	1204	0.5%
0.7033333333	1200	0.5%
0.45	1197	0.5%
0.6633333333	1196	0.5%
Other values (802)	215593	94.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.296666667	2	< 0.1%
-2.196666667	1	< 0.1%
-2.176666667	1	< 0.1%
-2.16	1	< 0.1%
-2.15	1	< 0.1%
-2.14	1	< 0.1%
-1.806666667	1	< 0.1%
-1.776666667	1	< 0.1%
-1.703333333	1	< 0.1%
-1.643333333	1	< 0.1%

Value	Count	Frequency (%)
4.166666667	1	< 0.1%
3.453333333	1	< 0.1%
3.44	1	< 0.1%
3.423333333	1	< 0.1%
3.12	1	< 0.1%
3.083333333	1	< 0.1%
3.073333333	1	< 0.1%
3.02	1	< 0.1%
2.93	1	< 0.1%
2.696666667	1	< 0.1%

Cred1
Real number (ℝ)

Distinct	1307
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66668399

Minimum	-14.27
Maximum	8.1766667
Zeros	8
Zeros (%)	< 0.1%
Negative	1032
Negative (%)	0.5%
Memory size	11.5 MiB

Quantile statistics

Minimum	-14.27
5-th percentile	0.51
Q1	0.61333333
median	0.66333333
Q3	0.71666667
95-th percentile	0.83
Maximum	8.1766667
Range	22.446667
Interquartile range (IQR)	0.10333333

Descriptive statistics

Standard deviation	0.20757532
Coefficient of variation (CV)	0.31135489
Kurtosis	435.70172
Mean	0.66668399
Median Absolute Deviation (MAD)	0.05
Skewness	-5.5585354
Sum	151900.61
Variance	0.043087513
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6633333333	4398	1.9%
0.6533333333	4319	1.9%
0.66	4242	1.9%
0.65	4217	1.9%
0.6566666667	4201	1.8%
0.67	4152	1.8%
0.6666666667	4135	1.8%
0.6733333333	4116	1.8%
0.6466666667	4084	1.8%
0.6433333333	4073	1.8%
Other values (1297)	185908	81.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-14.27	1	< 0.1%
-10.27666667	1	< 0.1%
-9.423333333	1	< 0.1%
-8.406666667	1	< 0.1%
-8.25	1	< 0.1%
-8.143333333	1	< 0.1%
-7.786666667	1	< 0.1%
-7.073333333	1	< 0.1%
-6.86	1	< 0.1%
-6.433333333	1	< 0.1%

Value	Count	Frequency (%)
8.176666667	1	< 0.1%
7.6	1	< 0.1%
7.076666667	1	< 0.1%
7	1	< 0.1%
6.983333333	1	< 0.1%
6.786666667	1	< 0.1%
6.59	1	< 0.1%
6.583333333	1	< 0.1%
6.536666667	1	< 0.1%
6.433333333	1	< 0.1%

Cred2
Real number (ℝ)

Distinct	494
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66626407

Minimum	-0.28
Maximum	2.1933333
Zeros	7
Zeros (%)	< 0.1%
Negative	230
Negative (%)	0.1%
Memory size	11.5 MiB

Quantile statistics

Minimum	-0.28
5-th percentile	0.28333333
Q1	0.54666667
median	0.68
Q3	0.81333333
95-th percentile	0.95666667
Maximum	2.1933333
Range	2.4733333
Interquartile range (IQR)	0.26666667

Descriptive statistics

Standard deviation	0.20220401
Coefficient of variation (CV)	0.3034893
Kurtosis	0.62096144
Mean	0.66626407
Median Absolute Deviation (MAD)	0.13333333
Skewness	-0.54698433
Sum	151804.94
Variance	0.040886463
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.68	2917	1.3%
0.6733333333	2894	1.3%
0.67	2864	1.3%
0.6766666667	2824	1.2%
0.6833333333	2750	1.2%
0.6666666667	2739	1.2%
0.6866666667	2617	1.1%
0.6633333333	2550	1.1%
0.66	2434	1.1%
0.69	2363	1.0%
Other values (484)	200893	88.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.28	1	< 0.1%
-0.2733333333	3	< 0.1%
-0.27	2	< 0.1%
-0.2633333333	1	< 0.1%
-0.26	2	< 0.1%
-0.2566666667	2	< 0.1%
-0.2533333333	1	< 0.1%
-0.25	2	< 0.1%
-0.2466666667	3	< 0.1%
-0.2433333333	2	< 0.1%

Value	Count	Frequency (%)
2.193333333	1	< 0.1%
2.006666667	2	< 0.1%
2	1	< 0.1%
1.993333333	1	< 0.1%
1.986666667	1	< 0.1%
1.983333333	2	< 0.1%
1.98	1	< 0.1%
1.976666667	1	< 0.1%
1.903333333	1	< 0.1%
1.9	2	< 0.1%

Cred3
Real number (ℝ)

Distinct	636
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66675455

Minimum	-2.7666667
Maximum	3.1733333
Zeros	9
Zeros (%)	< 0.1%
Negative	662
Negative (%)	0.3%
Memory size	11.5 MiB

Quantile statistics

Minimum	-2.7666667
5-th percentile	0.39
Q1	0.56
median	0.67333333
Q3	0.78333333
95-th percentile	0.92
Maximum	3.1733333
Range	5.94
Interquartile range (IQR)	0.22333333

Descriptive statistics

Standard deviation	0.17420354
Coefficient of variation (CV)	0.26127087
Kurtosis	4.263969
Mean	0.66675455
Median Absolute Deviation (MAD)	0.11
Skewness	-0.40743041
Sum	151916.69
Variance	0.030346873
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.57	2020	0.9%
0.5766666667	2013	0.9%
0.58	1950	0.9%
0.79	1919	0.8%
0.75	1915	0.8%
0.5866666667	1901	0.8%
0.5733333333	1896	0.8%
0.5666666667	1877	0.8%
0.7433333333	1875	0.8%
0.7366666667	1864	0.8%
Other values (626)	208615	91.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.766666667	1	< 0.1%
-2.233333333	1	< 0.1%
-1.833333333	1	< 0.1%
-1.476666667	1	< 0.1%
-1.346666667	1	< 0.1%
-1.263333333	1	< 0.1%
-0.9766666667	1	< 0.1%
-0.95	1	< 0.1%
-0.9266666667	1	< 0.1%
-0.8533333333	1	< 0.1%

Value	Count	Frequency (%)
3.173333333	1	< 0.1%
2.616666667	1	< 0.1%
2.61	1	< 0.1%
2.513333333	1	< 0.1%
2.51	1	< 0.1%
2.506666667	1	< 0.1%
2.49	1	< 0.1%
2.46	1	< 0.1%
2.276666667	1	< 0.1%
2.183333333	1	< 0.1%

Cred4
Real number (ℝ)

Distinct	460
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66687826

Minimum	-0.08
Maximum	1.84
Zeros	0
Zeros (%)	0.0%
Negative	2
Negative (%)	< 0.1%
Memory size	11.5 MiB

Quantile statistics

Minimum	-0.08
5-th percentile	0.43333333
Q1	0.55666667
median	0.65
Q3	0.74666667
95-th percentile	0.97333333
Maximum	1.84
Range	1.92
Interquartile range (IQR)	0.19

Descriptive statistics

Standard deviation	0.160803
Coefficient of variation (CV)	0.24112796
Kurtosis	0.93181029
Mean	0.66687826
Median Absolute Deviation (MAD)	0.093333333
Skewness	0.58040904
Sum	151944.88
Variance	0.025857603
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7	3360	1.5%
0.6966666667	3011	1.3%
0.69	2775	1.2%
0.7133333333	2754	1.2%
0.7166666667	2682	1.2%
0.6933333333	2621	1.2%
0.7033333333	2602	1.1%
0.7066666667	2549	1.1%
0.6333333333	2536	1.1%
0.5566666667	2460	1.1%
Other values (450)	200495	88.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.08	1	< 0.1%
-0.02333333333	1	< 0.1%
0.04666666667	1	< 0.1%
0.07333333333	1	< 0.1%
0.07666666667	1	< 0.1%
0.09	3	< 0.1%
0.09333333333	1	< 0.1%
0.1133333333	2	< 0.1%
0.1166666667	2	< 0.1%
0.12	1	< 0.1%

Value	Count	Frequency (%)
1.84	1	< 0.1%
1.82	1	< 0.1%
1.806666667	1	< 0.1%
1.74	1	< 0.1%
1.706666667	4	< 0.1%
1.696666667	1	< 0.1%
1.693333333	1	< 0.1%
1.69	2	< 0.1%
1.68	2	< 0.1%
1.676666667	1	< 0.1%

Cred5
Real number (ℝ)

Distinct	920
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66656562

Minimum	-6.8566667
Maximum	11.203333
Zeros	11
Zeros (%)	< 0.1%
Negative	1010
Negative (%)	0.4%
Memory size	11.5 MiB

Quantile statistics

Minimum	-6.8566667
5-th percentile	0.52666667
Q1	0.64333333
median	0.66666667
Q3	0.69666667
95-th percentile	0.79666667
Maximum	11.203333
Range	18.06
Interquartile range (IQR)	0.053333333

Descriptive statistics

Standard deviation	0.13576222
Coefficient of variation (CV)	0.2036742
Kurtosis	282.53053
Mean	0.66656562
Median Absolute Deviation (MAD)	0.026666667
Skewness	-0.96926676
Sum	151873.64
Variance	0.01843138
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.66	9564	4.2%
0.6566666667	8922	3.9%
0.6766666667	8494	3.7%
0.6633333333	8491	3.7%
0.6666666667	8318	3.7%
0.6733333333	8122	3.6%
0.67	7997	3.5%
0.6533333333	7523	3.3%
0.68	7511	3.3%
0.6433333333	7310	3.2%
Other values (910)	145593	63.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-6.856666667	1	< 0.1%
-2.633333333	1	< 0.1%
-2.616666667	1	< 0.1%
-2.596666667	1	< 0.1%
-2.513333333	2	< 0.1%
-2.463333333	1	< 0.1%
-2.293333333	2	< 0.1%
-2.28	2	< 0.1%
-2.233333333	1	< 0.1%
-2.19	1	< 0.1%

Value	Count	Frequency (%)
11.20333333	1	< 0.1%
4.716666667	1	< 0.1%
4.38	1	< 0.1%
4.17	1	< 0.1%
4.046666667	1	< 0.1%
3.96	1	< 0.1%
3.733333333	1	< 0.1%
3.643333333	1	< 0.1%
3.57	1	< 0.1%
3.416666667	1	< 0.1%

Cred6
Real number (ℝ)

Distinct	778
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66677617

Minimum	-4.4766667
Maximum	11.95
Zeros	3
Zeros (%)	< 0.1%
Negative	384
Negative (%)	0.2%
Memory size	11.5 MiB

Quantile statistics

Minimum	-4.4766667
5-th percentile	0.56
Q1	0.65
median	0.67
Q3	0.69333333
95-th percentile	0.75333333
Maximum	11.95
Range	16.426667
Interquartile range (IQR)	0.043333333

Descriptive statistics

Standard deviation	0.11161225
Coefficient of variation (CV)	0.16739089
Kurtosis	1024.8889
Mean	0.66677617
Median Absolute Deviation (MAD)	0.02
Skewness	12.490678
Sum	151921.62
Variance	0.012457295
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6733333333	14830	6.5%
0.67	13364	5.9%
0.6766666667	12473	5.5%
0.6666666667	9796	4.3%
0.6533333333	9455	4.1%
0.6466666667	9247	4.1%
0.6566666667	8934	3.9%
0.65	8631	3.8%
0.68	7953	3.5%
0.6633333333	7161	3.1%
Other values (768)	126001	55.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.476666667	1	< 0.1%
-3.236666667	1	< 0.1%
-2.54	1	< 0.1%
-2.22	1	< 0.1%
-2.16	1	< 0.1%
-2.153333333	1	< 0.1%
-2.12	1	< 0.1%
-2.113333333	1	< 0.1%
-2.103333333	3	< 0.1%
-2.1	1	< 0.1%

Value	Count	Frequency (%)
11.95	1	< 0.1%
8.206666667	1	< 0.1%
6.043333333	1	< 0.1%
5.98	1	< 0.1%
5.956666667	2	< 0.1%
5.923333333	1	< 0.1%
5.91	1	< 0.1%
5.883333333	1	< 0.1%
5.876666667	1	< 0.1%
5.873333333	1	< 0.1%

Normalised_FNT
Real number (ℝ)

Distinct	29299
Distinct (%)	12.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-227.95417

Minimum	-250
Maximum	6172.79
Zeros	102
Zeros (%)	< 0.1%
Negative	225396
Negative (%)	98.9%
Memory size	11.5 MiB

Quantile statistics

Minimum	-250
5-th percentile	-249.77
Q1	-248.6175
median	-244.51
Q3	-230.75
95-th percentile	-158.9175
Maximum	6172.79
Range	6422.79
Interquartile range (IQR)	17.8675

Descriptive statistics

Standard deviation	61.951661
Coefficient of variation (CV)	-0.27177244
Kurtosis	750.19771
Mean	-227.95417
Median Absolute Deviation (MAD)	5.045
Skewness	15.778194
Sum	-51938218
Variance	3838.0083
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-249.75	10875	4.8%
-249.505	4837	2.1%
-249.7775	3906	1.7%
-247.5025	3784	1.7%
-246.25	2586	1.1%
-247.5	2403	1.1%
-249.81	2391	1.0%
-249.6775	2308	1.0%
-249.5525	2085	0.9%
-249.7525	1855	0.8%
Other values (29289)	190815	83.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-250	1471	0.6%
-249.9975	591	0.3%
-249.995	64	< 0.1%
-249.9925	1	< 0.1%
-249.99	9	< 0.1%
-249.9875	32	< 0.1%
-249.985	3	< 0.1%
-249.9825	9	< 0.1%
-249.98	8	< 0.1%
-249.9775	2	< 0.1%

Value	Count	Frequency (%)
6172.79	1	< 0.1%
2977.7325	1	< 0.1%
2724.5225	1	< 0.1%
2697.46	1	< 0.1%
2299.86	1	< 0.1%
2250	1	< 0.1%
1947.565	1	< 0.1%
1840	1	< 0.1%
1795.675	1	< 0.1%
1719.855	1	< 0.1%

geo_score
Real number (ℝ)

Distinct	7561
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.00013548684

Minimum	-18.68
Maximum	7.85
Zeros	633
Zeros (%)	0.3%
Negative	96635
Negative (%)	42.4%
Memory size	11.5 MiB

Quantile statistics

Minimum	-18.68
5-th percentile	-1.96
Q1	-0.41
median	0.14
Q3	0.62
95-th percentile	1.24
Maximum	7.85
Range	26.53
Interquartile range (IQR)	1.03

Descriptive statistics

Standard deviation	0.99751846
Coefficient of variation (CV)	-7362.4747
Kurtosis	19.636705
Mean	-0.00013548684
Median Absolute Deviation (MAD)	0.51
Skewness	-2.2441805
Sum	-30.87
Variance	0.99504308
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.55	666	0.3%
0.15	636	0.3%
0	633	0.3%
0.3	631	0.3%
0.4	617	0.3%
0.35	616	0.3%
0.5	615	0.3%
0.25	615	0.3%
0.45	603	0.3%
0.1	597	0.3%
Other values (7551)	221616	97.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-18.68	1	< 0.1%
-18.55	1	< 0.1%
-18.05	1	< 0.1%
-17.77	1	< 0.1%
-17.63	1	< 0.1%
-17.23	1	< 0.1%
-17.18	1	< 0.1%
-17.15	1	< 0.1%
-17.13	1	< 0.1%
-17	1	< 0.1%

Value	Count	Frequency (%)
7.85	1	< 0.1%
4.85	1	< 0.1%
4.57	1	< 0.1%
4.47	1	< 0.1%
4.41	1	< 0.1%
4.4	1	< 0.1%
4.32	1	< 0.1%
4.3	1	< 0.1%
4.29	1	< 0.1%
4.24	1	< 0.1%

instance_scores_x
Real number (ℝ)

Distinct	4175
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.00012302223

Minimum	-24.59
Maximum	23.75
Zeros	642
Zeros (%)	0.3%
Negative	127483
Negative (%)	56.0%
Memory size	11.5 MiB

Quantile statistics

Minimum	-24.59
5-th percentile	-1.34
Q1	-0.54
median	-0.09
Q3	0.45
95-th percentile	1.55
Maximum	23.75
Range	48.34
Interquartile range (IQR)	0.99

Descriptive statistics

Standard deviation	1.0914879
Coefficient of variation (CV)	-8872.2816
Kurtosis	33.406654
Mean	-0.00012302223
Median Absolute Deviation (MAD)	0.48
Skewness	1.1288639
Sum	-28.03
Variance	1.1913458
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.22	1211	0.5%
-0.35	1046	0.5%
-0.51	1036	0.5%
-0.41	1016	0.4%
-0.36	1001	0.4%
-0.38	994	0.4%
-0.37	975	0.4%
-0.2	948	0.4%
-0.4	947	0.4%
-0.55	932	0.4%
Other values (4165)	217739	95.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-24.59	1	< 0.1%
-24.4	1	< 0.1%
-23.23	1	< 0.1%
-22.19	2	< 0.1%
-22.19	2	< 0.1%
-20.95	1	< 0.1%
-19.84	1	< 0.1%
-18.91	1	< 0.1%
-18.27	1	< 0.1%
-17.14	1	< 0.1%

Value	Count	Frequency (%)
23.75	1	< 0.1%
15.25	1	< 0.1%
15.24	1	< 0.1%
13.73	1	< 0.1%
13.64	1	< 0.1%
13.56	1	< 0.1%
13.25	1	< 0.1%
13.2	1	< 0.1%
13.16	1	< 0.1%
12.93	1	< 0.1%

instance_scores_y
Real number (ℝ)

Distinct	4175
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.00012302223

Minimum	-24.59
Maximum	23.75
Zeros	642
Zeros (%)	0.3%
Negative	127483
Negative (%)	56.0%
Memory size	11.5 MiB

Quantile statistics

Minimum	-24.59
5-th percentile	-1.34
Q1	-0.54
median	-0.09
Q3	0.45
95-th percentile	1.55
Maximum	23.75
Range	48.34
Interquartile range (IQR)	0.99

Descriptive statistics

Standard deviation	1.0914879
Coefficient of variation (CV)	-8872.2816
Kurtosis	33.406654
Mean	-0.00012302223
Median Absolute Deviation (MAD)	0.48
Skewness	1.1288639
Sum	-28.03
Variance	1.1913458
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.22	1211	0.5%
-0.35	1046	0.5%
-0.51	1036	0.5%
-0.41	1016	0.4%
-0.36	1001	0.4%
-0.38	994	0.4%
-0.37	975	0.4%
-0.2	948	0.4%
-0.4	947	0.4%
-0.55	932	0.4%
Other values (4165)	217739	95.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-24.59	1	< 0.1%
-24.4	1	< 0.1%
-23.23	1	< 0.1%
-22.19	2	< 0.1%
-22.19	2	< 0.1%
-20.95	1	< 0.1%
-19.84	1	< 0.1%
-18.91	1	< 0.1%
-18.27	1	< 0.1%
-17.14	1	< 0.1%

Value	Count	Frequency (%)
23.75	1	< 0.1%
15.25	1	< 0.1%
15.24	1	< 0.1%
13.73	1	< 0.1%
13.64	1	< 0.1%
13.56	1	< 0.1%
13.25	1	< 0.1%
13.2	1	< 0.1%
13.16	1	< 0.1%
12.93	1	< 0.1%

lambda_wt
Real number (ℝ)

Distinct	1301
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00034971143

Minimum	-19.21
Maximum	10.53
Zeros	1351
Zeros (%)	0.6%
Negative	106356
Negative (%)	46.7%
Memory size	11.5 MiB

Quantile statistics

Minimum	-19.21
5-th percentile	-1.44
Q1	-0.43
median	0.05
Q3	0.49
95-th percentile	1.39
Maximum	10.53
Range	29.74
Interquartile range (IQR)	0.92

Descriptive statistics

Standard deviation	0.95795694
Coefficient of variation (CV)	2739.2783
Kurtosis	23.76698
Mean	0.00034971143
Median Absolute Deviation (MAD)	0.46
Skewness	-1.9760838
Sum	79.68
Variance	0.91768149
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.19	1475	0.6%
-0.03	1429	0.6%
0.15	1424	0.6%
0.2	1423	0.6%
0.21	1421	0.6%
0.18	1407	0.6%
0.22	1388	0.6%
0.05	1384	0.6%
0.13	1382	0.6%
0.02	1376	0.6%
Other values (1291)	213736	93.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-19.21	1	< 0.1%
-18.82	1	< 0.1%
-18.49	1	< 0.1%
-18.39	1	< 0.1%
-18.05	1	< 0.1%
-17.72	1	< 0.1%
-17.62	1	< 0.1%
-17.48	1	< 0.1%
-17.23	1	< 0.1%
-16.34	1	< 0.1%

Value	Count	Frequency (%)
10.53	1	< 0.1%
7.75	1	< 0.1%
7.69	1	< 0.1%
7.67	1	< 0.1%
7.52	1	< 0.1%
7.44	1	< 0.1%
7.42	1	< 0.1%
7.29	1	< 0.1%
7.23	1	< 0.1%
7.18	1	< 0.1%

Auto

Heatmap
Table

	Per1	Per2	Per3	Per4	Per5	Per6	Per7	Per8	Per9	Dem1	Dem2	Dem3	Dem4	Dem5	Dem6	Dem7	Dem8	Dem9	Cred1	Cred2	Cred3	Cred4	Cred5	Cred6	Normalised_FNT	geo_score	instance_scores_x	instance_scores_y	lambda_wt
Per1	1.000	-0.384	-0.411	0.103	-0.104	-0.086	-0.227	-0.236	0.138	0.013	0.048	0.031	0.038	-0.044	0.031	-0.209	-0.062	-0.028	0.145	0.001	0.050	0.006	-0.105	-0.208	-0.087	0.002	0.231	0.231	-0.024
Per2	-0.384	1.000	0.072	0.154	0.341	-0.109	0.424	0.007	-0.078	-0.013	0.028	0.037	0.068	0.012	0.001	0.040	-0.098	-0.056	-0.094	0.012	-0.086	0.033	0.129	0.137	-0.501	0.053	-0.211	-0.211	0.088
Per3	-0.411	0.072	1.000	0.059	-0.226	0.171	-0.075	0.164	-0.031	0.056	0.007	0.051	-0.046	-0.043	-0.015	0.108	-0.039	0.006	-0.140	-0.002	0.032	-0.017	0.140	0.179	-0.000	-0.052	-0.071	-0.071	-0.131
Per4	0.103	0.154	0.059	1.000	0.021	0.076	0.059	-0.010	0.106	-0.012	-0.026	0.053	-0.040	0.022	-0.016	-0.011	0.040	-0.004	0.010	-0.009	0.061	-0.064	-0.033	0.003	-0.023	0.148	0.025	0.025	0.101
Per5	-0.104	0.341	-0.226	0.021	1.000	-0.006	0.430	-0.056	-0.057	0.013	0.020	-0.041	-0.009	-0.016	0.013	0.058	-0.040	-0.011	-0.107	-0.023	-0.017	0.029	0.013	-0.028	-0.314	-0.048	-0.153	-0.153	0.036
Per6	-0.086	-0.109	0.171	0.076	-0.006	1.000	-0.292	0.444	0.029	0.059	-0.004	-0.045	-0.020	0.052	0.033	0.053	0.036	0.041	-0.050	-0.137	-0.010	-0.024	0.075	0.020	0.204	0.038	0.062	0.062	-0.068
Per7	-0.227	0.424	-0.075	0.059	0.430	-0.292	1.000	-0.389	-0.099	0.007	-0.016	-0.051	-0.121	-0.070	0.000	0.160	-0.024	-0.024	-0.185	-0.014	-0.047	0.017	-0.095	0.055	-0.029	-0.044	-0.206	-0.206	0.057
Per8	-0.236	0.007	0.164	-0.010	-0.056	0.444	-0.389	1.000	-0.002	0.051	-0.144	-0.016	0.089	0.066	-0.033	0.007	0.076	0.019	0.075	-0.024	-0.075	-0.008	0.190	0.089	0.004	0.106	-0.122	-0.122	0.040
Per9	0.138	-0.078	-0.031	0.106	-0.057	0.029	-0.099	-0.002	1.000	-0.030	-0.047	-0.005	-0.031	-0.014	0.002	-0.015	-0.068	0.000	0.075	-0.000	-0.022	0.025	-0.001	-0.104	-0.078	0.102	-0.290	-0.290	-0.033
Dem1	0.013	-0.013	0.056	-0.012	0.013	0.059	0.007	0.051	-0.030	1.000	-0.035	-0.036	0.068	0.069	0.010	0.043	-0.001	-0.001	0.030	-0.005	-0.005	-0.005	-0.027	-0.028	-0.045	0.196	0.035	0.035	0.152
Dem2	0.048	0.028	0.007	-0.026	0.020	-0.004	-0.016	-0.144	-0.047	-0.035	1.000	0.014	0.000	-0.010	-0.006	0.099	-0.049	0.006	0.001	0.004	0.005	-0.003	0.003	-0.008	-0.006	0.187	0.001	0.001	-0.093
Dem3	0.031	0.037	0.051	0.053	-0.041	-0.045	-0.051	-0.016	-0.005	-0.036	0.014	1.000	0.014	0.012	-0.055	0.094	0.032	0.002	0.032	0.022	0.010	-0.016	0.029	0.036	-0.072	-0.069	-0.026	-0.026	0.019
Dem4	0.038	0.068	-0.046	-0.040	-0.009	-0.020	-0.121	0.089	-0.031	0.068	0.000	0.014	1.000	0.024	0.016	0.175	0.091	-0.045	0.045	-0.029	-0.014	0.041	-0.047	-0.011	-0.106	-0.118	-0.056	-0.056	-0.129
Dem5	-0.044	0.012	-0.043	0.022	-0.016	0.052	-0.070	0.066	-0.014	0.069	-0.010	0.012	0.024	1.000	-0.003	-0.107	0.026	0.057	-0.108	-0.048	-0.007	-0.026	0.020	0.021	0.048	-0.065	-0.055	-0.055	-0.028
Dem6	0.031	0.001	-0.015	-0.016	0.013	0.033	0.000	-0.033	0.002	0.010	-0.006	-0.055	0.016	-0.003	1.000	0.234	-0.006	-0.013	-0.081	-0.055	0.006	-0.016	-0.019	-0.040	-0.009	0.020	0.041	0.041	0.021
Dem7	-0.209	0.040	0.108	-0.011	0.058	0.053	0.160	0.007	-0.015	0.043	0.099	0.094	0.175	-0.107	0.234	1.000	0.113	0.035	-0.194	0.041	0.045	0.047	0.104	0.274	0.200	0.014	-0.086	-0.086	-0.107
Dem8	-0.062	-0.098	-0.039	0.040	-0.040	0.036	-0.024	0.076	-0.068	-0.001	-0.049	0.032	0.091	0.026	-0.006	0.113	1.000	0.676	-0.250	0.032	0.037	-0.040	-0.026	0.068	0.194	0.031	-0.046	-0.046	0.084
Dem9	-0.028	-0.056	0.006	-0.004	-0.011	0.041	-0.024	0.019	0.000	-0.001	0.006	0.002	-0.045	0.057	-0.013	0.035	0.676	1.000	-0.239	0.014	0.028	-0.040	0.073	-0.036	0.079	-0.013	0.043	0.043	-0.009
Cred1	0.145	-0.094	-0.140	0.010	-0.107	-0.050	-0.185	0.075	0.075	0.030	0.001	0.032	0.045	-0.108	-0.081	-0.194	-0.250	-0.239	1.000	0.098	-0.426	-0.002	0.050	-0.068	-0.058	0.081	0.076	0.076	0.016
Cred2	0.001	0.012	-0.002	-0.009	-0.023	-0.137	-0.014	-0.024	-0.000	-0.005	0.004	0.022	-0.029	-0.048	-0.055	0.041	0.032	0.014	0.098	1.000	0.001	0.005	-0.038	0.045	-0.013	-0.002	-0.007	-0.007	-0.021
Cred3	0.050	-0.086	0.032	0.061	-0.017	-0.010	-0.047	-0.075	-0.022	-0.005	0.005	0.010	-0.014	-0.007	0.006	0.045	0.037	0.028	-0.426	0.001	1.000	-0.052	-0.092	-0.051	0.023	0.004	-0.017	-0.017	0.036
Cred4	0.006	0.033	-0.017	-0.064	0.029	-0.024	0.017	-0.008	0.025	-0.005	-0.003	-0.016	0.041	-0.026	-0.016	0.047	-0.040	-0.040	-0.002	0.005	-0.052	1.000	-0.164	-0.019	-0.066	0.014	-0.027	-0.027	-0.004
Cred5	-0.105	0.129	0.140	-0.033	0.013	0.075	-0.095	0.190	-0.001	-0.027	0.003	0.029	-0.047	0.020	-0.019	0.104	-0.026	0.073	0.050	-0.038	-0.092	-0.164	1.000	0.458	-0.127	0.028	-0.019	-0.019	-0.092
Cred6	-0.208	0.137	0.179	0.003	-0.028	0.020	0.055	0.089	-0.104	-0.028	-0.008	0.036	-0.011	0.021	-0.040	0.274	0.068	-0.036	-0.068	0.045	-0.051	-0.019	0.458	1.000	0.011	-0.009	-0.129	-0.129	-0.017
Normalised_FNT	-0.087	-0.501	-0.000	-0.023	-0.314	0.204	-0.029	0.004	-0.078	-0.045	-0.006	-0.072	-0.106	0.048	-0.009	0.200	0.194	0.079	-0.058	-0.013	0.023	-0.066	-0.127	0.011	1.000	-0.037	0.053	0.053	-0.005
geo_score	0.002	0.053	-0.052	0.148	-0.048	0.038	-0.044	0.106	0.102	0.196	0.187	-0.069	-0.118	-0.065	0.020	0.014	0.031	-0.013	0.081	-0.002	0.004	0.014	0.028	-0.009	-0.037	1.000	-0.165	-0.165	-0.052
instance_scores_x	0.231	-0.211	-0.071	0.025	-0.153	0.062	-0.206	-0.122	-0.290	0.035	0.001	-0.026	-0.056	-0.055	0.041	-0.086	-0.046	0.043	0.076	-0.007	-0.017	-0.027	-0.019	-0.129	0.053	-0.165	1.000	1.000	0.007
instance_scores_y	0.231	-0.211	-0.071	0.025	-0.153	0.062	-0.206	-0.122	-0.290	0.035	0.001	-0.026	-0.056	-0.055	0.041	-0.086	-0.046	0.043	0.076	-0.007	-0.017	-0.027	-0.019	-0.129	0.053	-0.165	1.000	1.000	0.007
lambda_wt	-0.024	0.088	-0.131	0.101	0.036	-0.068	0.057	0.040	-0.033	0.152	-0.093	0.019	-0.129	-0.028	0.021	-0.107	0.084	-0.009	0.016	-0.021	0.036	-0.004	-0.092	-0.017	-0.005	-0.052	0.007	0.007	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Per1	Per2	Per3	Per4	Per5	Per6	Per7	Per8	Per9	Dem1	Dem2	Dem3	Dem4	Dem5	Dem6	Dem7	Dem8	Dem9	Cred1	Cred2	Cred3	Cred4	Cred5	Cred6	Normalised_FNT	geo_score	instance_scores_x	instance_scores_y	lambda_wt
0	1.070000	0.580000	0.480000	0.766667	1.233333	1.993333	0.340000	1.010000	0.863333	0.460000	0.643333	0.736667	0.756667	0.813333	0.693333	0.666667	0.680000	0.726667	0.606667	1.010000	0.933333	0.603333	0.686667	0.673333	-245.7500	0.22	-0.06	-0.06	-0.13
1	0.473333	1.206667	0.883333	1.430000	0.726667	0.626667	0.810000	0.783333	0.190000	0.470000	0.613333	0.883333	0.653333	0.463333	0.483333	0.583333	0.716667	0.743333	0.680000	0.690000	0.560000	0.670000	0.553333	0.653333	-248.0000	-0.25	0.52	0.52	0.66
2	1.130000	0.143333	0.946667	0.123333	0.080000	0.836667	0.056667	0.756667	0.226667	0.660000	0.730000	0.873333	0.923333	1.223333	0.686667	0.606667	0.690000	0.820000	0.600000	0.383333	0.763333	0.670000	0.686667	0.673333	-233.1250	-0.95	1.56	1.56	-0.51
3	0.636667	1.090000	0.750000	0.940000	0.743333	0.346667	0.956667	0.633333	0.486667	1.096667	0.466667	0.670000	0.526667	0.783333	0.856667	0.716667	0.720000	0.900000	0.680000	0.846667	0.423333	0.520000	0.846667	0.760000	-249.7775	0.49	0.70	0.70	0.72
4	0.560000	1.013333	0.593333	0.416667	0.773333	0.460000	0.853333	0.796667	0.516667	0.756667	0.683333	0.296667	0.780000	0.636667	0.783333	0.630000	0.603333	0.486667	0.693333	0.526667	0.520000	0.716667	0.706667	0.673333	-247.5775	0.85	-0.47	-0.47	0.60
5	0.873333	0.140000	0.836667	0.273333	0.190000	0.653333	0.503333	0.723333	1.233333	1.150000	0.533333	0.986667	0.513333	0.783333	0.840000	0.823333	0.786667	0.880000	0.553333	0.700000	0.753333	0.700000	0.666667	0.686667	-176.2000	1.30	-1.16	-1.16	0.14
6	0.980000	0.546667	0.820000	0.863333	0.680000	1.163333	0.486667	0.893333	0.806667	1.300000	0.050000	0.780000	0.223333	-0.010000	0.293333	0.563333	0.650000	0.673333	0.716667	0.393333	0.673333	0.790000	0.676667	0.663333	-242.6275	0.74	-0.18	-0.18	0.59
7	-0.136667	0.360000	0.366667	0.996667	0.473333	0.706667	0.676667	0.933333	0.166667	0.066667	0.783333	0.823333	-0.010000	1.060000	0.666667	0.676667	0.610000	0.563333	0.636667	0.416667	0.523333	0.603333	0.826667	0.626667	-191.0050	-0.23	0.59	0.59	0.72
8	1.010000	0.606667	0.823333	1.066667	0.516667	0.653333	0.633333	0.703333	0.790000	0.846667	0.343333	0.420000	0.683333	0.726667	0.813333	0.653333	0.603333	0.460000	0.640000	0.660000	0.826667	0.490000	0.670000	0.673333	-229.3475	0.62	-0.01	-0.01	0.32
9	-0.133333	0.890000	0.210000	0.333333	0.743333	1.023333	0.416667	0.096667	0.403333	0.453333	0.890000	0.306667	0.906667	0.660000	0.703333	0.806667	0.263333	0.840000	0.600000	0.140000	0.526667	0.973333	0.700000	0.616667	-217.2425	1.21	-1.33	-1.33	1.02

	Per1	Per2	Per3	Per4	Per5	Per6	Per7	Per8	Per9	Dem1	Dem2	Dem3	Dem4	Dem5	Dem6	Dem7	Dem8	Dem9	Cred1	Cred2	Cred3	Cred4	Cred5	Cred6	Normalised_FNT	geo_score	instance_scores_x	instance_scores_y	lambda_wt
227835	1.306667	0.906667	0.153333	1.836667	1.046667	0.616667	0.903333	0.613333	0.080000	0.870000	0.513333	0.236667	0.920000	0.640000	0.256667	0.583333	0.716667	0.763333	0.690000	0.913333	0.750000	0.673333	0.636667	0.646667	-244.3250	0.13	1.75	1.75	0.97
227836	0.736667	0.123333	0.996667	1.156667	0.090000	0.676667	0.563333	0.726667	0.860000	1.060000	0.290000	1.023333	1.006667	1.096667	0.426667	0.920000	0.860000	0.863333	0.516667	0.846667	0.700000	0.556667	0.660000	0.703333	-132.4900	0.26	-0.07	-0.07	0.41
227837	0.470000	-0.420000	0.720000	0.966667	0.116667	1.070000	0.733333	0.763333	0.950000	1.086667	0.486667	0.543333	0.553333	0.400000	0.563333	1.193333	0.796667	0.476667	0.460000	0.603333	0.543333	0.953333	0.610000	0.716667	-32.6650	1.16	-0.69	-0.69	0.00
227838	0.523333	0.603333	1.410000	0.783333	0.403333	0.876667	0.756667	0.696667	1.086667	0.010000	0.316667	0.233333	0.520000	0.720000	0.876667	0.726667	0.703333	0.900000	0.653333	0.646667	0.550000	0.860000	0.656667	0.646667	-222.1250	-0.42	-0.67	-0.67	-1.04
227839	1.080000	0.760000	0.726667	0.833333	0.610000	0.480000	0.653333	0.656667	0.606667	1.100000	0.673333	0.813333	0.926667	0.776667	0.740000	0.643333	0.580000	0.403333	0.693333	0.650000	0.740000	0.700000	0.656667	0.673333	-249.6775	0.72	-0.11	-0.11	-0.08
227840	0.476667	1.013333	0.536667	0.576667	1.406667	1.846667	0.600000	1.103333	0.356667	0.530000	0.683333	1.096667	0.750000	0.860000	0.936667	0.680000	0.683333	0.630000	0.633333	0.996667	0.646667	0.533333	0.680000	0.693333	-246.5025	-0.14	-0.44	-0.44	0.75
227841	1.363333	0.730000	0.060000	0.776667	0.883333	0.466667	0.733333	0.590000	0.806667	0.436667	0.906667	0.736667	0.773333	0.543333	0.696667	0.630000	0.543333	0.356667	0.766667	0.730000	0.596667	0.730000	0.646667	0.656667	-249.7775	0.39	-0.40	-0.40	-0.98
227842	1.060000	0.756667	0.906667	0.896667	0.503333	0.396667	0.683333	0.620000	0.630000	0.870000	0.986667	1.053333	0.606667	0.246667	0.440000	0.633333	0.603333	0.510000	0.740000	0.873333	0.700000	0.696667	0.663333	0.673333	-249.7775	1.03	-0.13	-0.13	0.15
227843	0.433333	1.013333	1.163333	0.940000	0.930000	0.900000	0.813333	0.720000	1.020000	0.413333	1.043333	0.720000	0.610000	0.930000	0.873333	0.736667	0.606667	0.606667	0.540000	0.643333	0.906667	0.540000	0.766667	0.710000	-242.7500	-3.29	-0.66	-0.66	1.53
227844	1.006667	0.553333	0.946667	1.206667	0.406667	0.750000	0.520000	0.756667	1.053333	0.273333	-0.046667	0.503333	0.426667	0.453333	0.580000	0.593333	0.640000	0.646667	0.636667	0.683333	0.843333	0.580000	0.683333	0.676667	-235.0000	-0.36	-0.22	-0.22	0.00

Most frequently occurring

	Per1	Per2	Per3	Per4	Per5	Per6	Per7	Per8	Per9	Dem1	Dem2	Dem3	Dem4	Dem5	Dem6	Dem7	Dem8	Dem9	Cred1	Cred2	Cred3	Cred4	Cred5	Cred6	Normalised_FNT	geo_score	instance_scores_x	instance_scores_y	lambda_wt	# duplicates
758	1.346667	0.616667	-0.320000	0.473333	1.536667	1.713333	0.526667	0.926667	0.786667	0.776667	0.576667	0.860000	0.726667	0.500000	0.620000	0.626667	0.550000	0.333333	0.786667	0.866667	0.580000	0.740000	0.653333	0.653333	-249.5050	0.18	-0.35	-0.35	-0.60	16
819	1.350000	0.696667	0.106667	0.816667	0.766667	0.350000	0.716667	0.596667	0.863333	0.470000	0.460000	0.756667	0.773333	0.580000	0.673333	0.603333	0.546667	0.340000	0.783333	0.873333	0.566667	0.723333	0.643333	0.656667	-247.7525	-0.17	-0.36	-0.36	-0.70	16
915	1.363333	0.796667	-0.836667	0.563333	1.836667	1.483333	0.740000	0.846667	0.633333	0.936667	0.490000	0.796667	0.743333	0.803333	0.520000	0.636667	0.643333	0.643333	0.653333	0.843333	0.803333	0.913333	0.646667	0.656667	-249.8100	-0.33	-1.02	-1.02	-2.18	16
458	1.093333	0.490000	0.483333	0.103333	1.130000	1.830000	0.260000	0.960000	1.650000	0.920000	1.223333	0.903333	0.616667	0.963333	0.906667	0.660000	0.596667	0.576667	0.643333	0.986667	0.880000	0.430000	0.690000	0.673333	-247.0375	-1.88	-1.40	-1.40	1.41	15
834	1.353333	0.556667	-0.250000	0.386667	1.486667	1.723333	0.523333	0.910000	0.870000	0.686667	0.620000	1.093333	0.543333	0.650000	0.556667	0.606667	0.756667	0.946667	0.673333	0.910000	0.790000	0.533333	0.676667	0.646667	-249.7500	0.35	-0.08	-0.08	0.69	14
476	1.100000	0.463333	0.440000	0.033333	1.110000	1.813333	0.283333	0.986667	1.223333	0.603333	0.676667	1.150000	0.626667	0.873333	0.976667	0.670000	0.646667	0.640000	0.643333	1.006667	0.886667	0.443333	0.700000	0.676667	-249.7500	0.63	-1.02	-1.02	-0.03	13
833	1.353333	0.556667	-0.250000	0.386667	1.486667	1.723333	0.523333	0.910000	0.870000	0.686667	0.620000	1.093333	0.543333	0.650000	0.556667	0.606667	0.756667	0.946667	0.673333	0.910000	0.790000	0.533333	0.676667	0.646667	-249.7500	0.35	-0.08	-0.08	0.69	11
475	1.100000	0.463333	0.440000	0.033333	1.110000	1.813333	0.283333	0.986667	1.223333	0.603333	0.676667	1.150000	0.626667	0.873333	0.976667	0.670000	0.646667	0.640000	0.643333	1.006667	0.886667	0.443333	0.700000	0.676667	-249.7500	0.63	-1.02	-1.02	-0.03	10
478	1.100000	0.463333	0.440000	0.033333	1.110000	1.813333	0.283333	0.986667	1.223333	0.603333	0.676667	1.150000	0.626667	0.873333	0.976667	0.670000	0.646667	0.640000	0.643333	1.006667	0.886667	0.443333	0.700000	0.676667	-249.7500	0.63	-1.02	-1.02	-0.03	10
537	1.110000	0.796667	-0.056667	0.563333	1.546667	1.603333	0.610000	0.893333	0.566667	0.806667	0.620000	1.053333	0.960000	0.903333	0.670000	0.683333	0.596667	0.436667	0.626667	0.963333	0.910000	0.793333	0.656667	0.680000	-249.8100	-0.32	-0.65	-0.65	-1.15	10

Overview

Variables

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring